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HomeTips & TricksHow to clean up messy ChatGPT/Claude/Gemini conversations so your Midjourney outputs don’t get lost

How to clean up messy ChatGPT/Claude/Gemini conversations so your Midjourney outputs don’t get lost

2/2/2026
实用技巧

Have you ever had this kind of meltdown: halfway through a ChatGPT chat you can’t find the key conclusion, Claude’s long text is scattered across different threads, Gemini was browsing the web but then you forget what it cited, and once you generate lots of Midjourney images it becomes “Which prompt did this one use?” After stumbling into these pitfalls myself, I summarized a “project-based organization method” that works for all four tools.

Split tasks by topic first to fix the chat-piles-up problem

The core idea is one sentence: don’t cram all your needs into a single conversation. Just like “topics” in a TG group can split discussions into different channels, you should also break a project into: requirements, materials, deliverables, and iterations. Each topic does only one thing, which is a lifesaver when reviewing later.

ChatGPT is great as a project manager

I have ChatGPT consistently output an “action list + open questions to confirm + version number,” and compress each conclusion into three key bullet points so you can easily copy them into your notes. For the chat title, write it directly as “Project name - module - version”—don’t be lazy.

Claude is great for long-form writing and specs

For longer proposals, PRDs, and email templates, I prefer to throw them to Claude. Keep the key materials centralized in the same project context, then have it generate reusable body blocks—later edits won’t be painful.

Gemini is great for research, but keep evidence

Gemini’s web access is great, but I force it to provide “source links + a one-sentence summary,” otherwise you’ll have no idea where the information came from when you look back. If access is unstable, switch networks/nodes and try again.

In Midjourney, bind prompts to images

When generating images, I paste “prompt + seed/parameters + intended use” into the same topic page. As soon as an image is posted, I add a quick note, so you don’t end up wanting to recreate it later with nothing left but a cool-looking image.

Quick reminder: common pitfalls with APIs and plugins

When using third-party bots or plugins, the most common errors are: incorrect API key, network connectivity issues, or mismatched dependency versions. Don’t rush to reinstall—check the key, permissions, and connection first, then see whether there are dependency conflict hints.

If you want to save time, you can check out Titikey for the AI tool links I’ve organized, subscription suggestions, and a troubleshooting checklist for common issues—you’ll avoid a lot of detours.

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